Pith Number

pith:FGRQ2PII

pith:2026:FGRQ2PIIRG5KJPIZC4DHXAOCNA

not attested not anchored not stored refs pending

MLIPilot: LLM-Driven Auto-Research for Machine-Learned Interatomic Potentials

Dario Rocca, Etinosa Osaro, Kelsey Parker, Santosh Adhikari, Stamatia Zavitsanou

arxiv:2605.30889 v1 · 2026-05-29 · physics.chem-ph · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FGRQ2PIIRG5KJPIZC4DHXAOCNA}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-01T01:03:23.412591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29a30d3d0889baa4bd1917067b81c2683cbbe91548c7dd99830cb3e97abbfb9d

Aliases

arxiv: 2605.30889 · arxiv_version: 2605.30889v1 · doi: 10.48550/arxiv.2605.30889 · pith_short_12: FGRQ2PIIRG5K · pith_short_16: FGRQ2PIIRG5KJPIZ · pith_short_8: FGRQ2PII

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/FGRQ2PIIRG5KJPIZC4DHXAOCNA \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 29a30d3d0889baa4bd1917067b81c2683cbbe91548c7dd99830cb3e97abbfb9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b67dcf430399f9a610543a0c829aa4da73c8af6885e60eb7eb3e49de03fe923e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2026-05-29T06:25:47Z",
    "title_canon_sha256": "c7462c5b52b2b4b956c96659b9549fe1cb77ed1277d5a9cebdf0051601f0551f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.30889",
    "kind": "arxiv",
    "version": 1
  }
}